Mononito Goswami

1. MOMENT: A Family of Open Time-series Foundation Models
   2024/02/06 by Mononito Goswami, Konrad Szafer, Goswami, Mononito +10 · 1 voice · 98 citations
   Computer Science · Decision Sciences · #Simulation Techniques and Applications #Time Series Analysis and Forecasting #cs.AI #cs.LG
2. Exploring Representations and Interventions in Time Series Foundation Models
   2024/09/19 by Mononito Goswami, Wiliński, Michał, Goswami, Mononito +6 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
3. Unsupervised Model Selection for Time-series Anomaly Detection
   2022/10/03 by Mononito Goswami, Goswami, Mononito, Cristian Challú +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
4. Implicit Reasoning in Deep Time Series Forecasting
   2024/09/17 by Willa Potosnak, Potosnak, Willa, Cristian Challú +8 · 2 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
5. TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
   2025/05/19 by Yi-Fu Cai, Xinyu Li, Cai, Yifu +8 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
6. Towards Long-Context Time Series Foundation Models
   2024/09/20 by Nina Żukowska, Żukowska, Nina, Mononito Goswami +6 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting